用计算机代数形式化验证乘法器电路

IF 1 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS IT-Information Technology Pub Date : 2022-06-24 DOI:10.1515/itit-2022-0039
Daniela Kaufmann
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引用次数: 14

摘要

摘要数字电路在计算机中被广泛使用,因为它们为各种数字部件和算术运算提供了模型。算术电路是用于执行布尔代数的数字电路的一个子类。为了避免像臭名昭著的Pentium FDIV错误这样的问题,确保算术电路是正确的至关重要。形式验证可以用于确定电路相对于特定规范的正确性。然而,算术电路,特别是整数乘法器,对当前的验证方法提出了挑战,而且在现实中,仍然需要大量的体力劳动。在我的论文中,我们研究并开发了基于计算机代数的自动推理方法,其中,将建模为多项式的单词级规范简化为电路的门级表示所推断的Gröbner基。我们提供了这个推理过程的精确形式化,其中包括可靠性和完整性论点,并增加了该领域的数学背景。在实践方面,我们提出了一种独特的增量逐列验证算法和基于变量消除的预处理方法,简化了推断的Gröbner基。此外,我们在本文中提供了一种代数证明演算,它允许获得证书作为电路验证的副产品,以提高对自动推理工具结果的信心。这些证书可以使用独立的证明检查工具进行有效验证。
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Formal verification of multiplier circuits using computer algebra
Abstract Digital circuits are widely utilized in computers, because they provide models for various digital components and arithmetic operations. Arithmetic circuits are a subclass of digital circuits that are used to execute Boolean algebra. To avoid problems like the infamous Pentium FDIV bug, it is critical to ensure that arithmetic circuits are correct. Formal verification can be used to determine the correctness of a circuit with respect to a certain specification. However, arithmetic circuits, particularly integer multipliers, represent a challenge to current verification methodologies and, in reality, still necessitate a significant amount of manual labor. In my dissertation we examine and develop automated reasoning approaches based on computer algebra, where the word-level specification, modeled as a polynomial, is reduced by a Gröbner basis inferred by the gate-level representation of the circuit. We provide a precise formalization of this reasoning process, which includes soundness and completeness arguments and adds to the mathematical background in this field. On the practical side we present an unique incremental column-wise verification algorithm and preprocessing approaches based on variable elimination that simplify the inferred Gröbner basis. Furthermore, we provide an algebraic proof calculus in this thesis that allows obtaining certificates as a by-product of circuit verification in order to boost confidence in the outcomes of automated reasoning tools. These certificates can be efficiently verified with independent proof checking tools.
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来源期刊
IT-Information Technology
IT-Information Technology COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
3.80
自引率
0.00%
发文量
29
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